{"title":"增强型优化符号控制器合成:应用于锅炉系统","authors":"Alireza Najafiyanfar;Babak Tavassoli","doi":"10.1109/TCST.2024.3396731","DOIUrl":null,"url":null,"abstract":"Reliable and provably correct performance of control systems in the presence of various types of uncertainties and disturbances are essential objectives that require high integrity of the whole control system. Symbolic control is a candidate method for achieving these objectives which is capable of addressing both robustness and optimality of controller. However, several challenges may arise when the symbolic control method is applied in practice. These include the load of design computations, high memory requirements for design and implementation, and oscillations caused by discretization of inputs. The focus of this work is on treatment of the mentioned challenges during symbolic control synthesis for a boiler system as the central safety critical element in a broad range of industries. To reduce the load of design computations and the required memory while preserving the control precision, a two-stage control scheme is used in which symbolic models with different resolutions are employed. The input oscillations are also reduced by minimizing the changes in the input at the steady state. The performance of the synthesized controllers for several different designs are evaluated and compared during a simulation study. The results demonstrate the suitable performance of the symbolic control method when applied to a boiler system.","PeriodicalId":13103,"journal":{"name":"IEEE Transactions on Control Systems Technology","volume":"32 6","pages":"2050-2061"},"PeriodicalIF":4.9000,"publicationDate":"2024-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Enhanced Optimal Symbolic Controller Synthesis: Application to a Boiler System\",\"authors\":\"Alireza Najafiyanfar;Babak Tavassoli\",\"doi\":\"10.1109/TCST.2024.3396731\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Reliable and provably correct performance of control systems in the presence of various types of uncertainties and disturbances are essential objectives that require high integrity of the whole control system. Symbolic control is a candidate method for achieving these objectives which is capable of addressing both robustness and optimality of controller. However, several challenges may arise when the symbolic control method is applied in practice. These include the load of design computations, high memory requirements for design and implementation, and oscillations caused by discretization of inputs. The focus of this work is on treatment of the mentioned challenges during symbolic control synthesis for a boiler system as the central safety critical element in a broad range of industries. To reduce the load of design computations and the required memory while preserving the control precision, a two-stage control scheme is used in which symbolic models with different resolutions are employed. The input oscillations are also reduced by minimizing the changes in the input at the steady state. The performance of the synthesized controllers for several different designs are evaluated and compared during a simulation study. The results demonstrate the suitable performance of the symbolic control method when applied to a boiler system.\",\"PeriodicalId\":13103,\"journal\":{\"name\":\"IEEE Transactions on Control Systems Technology\",\"volume\":\"32 6\",\"pages\":\"2050-2061\"},\"PeriodicalIF\":4.9000,\"publicationDate\":\"2024-03-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Transactions on Control Systems Technology\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10530936/\",\"RegionNum\":2,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"AUTOMATION & CONTROL SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Control Systems Technology","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10530936/","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
Enhanced Optimal Symbolic Controller Synthesis: Application to a Boiler System
Reliable and provably correct performance of control systems in the presence of various types of uncertainties and disturbances are essential objectives that require high integrity of the whole control system. Symbolic control is a candidate method for achieving these objectives which is capable of addressing both robustness and optimality of controller. However, several challenges may arise when the symbolic control method is applied in practice. These include the load of design computations, high memory requirements for design and implementation, and oscillations caused by discretization of inputs. The focus of this work is on treatment of the mentioned challenges during symbolic control synthesis for a boiler system as the central safety critical element in a broad range of industries. To reduce the load of design computations and the required memory while preserving the control precision, a two-stage control scheme is used in which symbolic models with different resolutions are employed. The input oscillations are also reduced by minimizing the changes in the input at the steady state. The performance of the synthesized controllers for several different designs are evaluated and compared during a simulation study. The results demonstrate the suitable performance of the symbolic control method when applied to a boiler system.
期刊介绍:
The IEEE Transactions on Control Systems Technology publishes high quality technical papers on technological advances in control engineering. The word technology is from the Greek technologia. The modern meaning is a scientific method to achieve a practical purpose. Control Systems Technology includes all aspects of control engineering needed to implement practical control systems, from analysis and design, through simulation and hardware. A primary purpose of the IEEE Transactions on Control Systems Technology is to have an archival publication which will bridge the gap between theory and practice. Papers are published in the IEEE Transactions on Control System Technology which disclose significant new knowledge, exploratory developments, or practical applications in all aspects of technology needed to implement control systems, from analysis and design through simulation, and hardware.